2011
2010
Zhang, Y.; Rockett, P. I. Domain-independent feature extraction for multi-classification using multi-objective genetic programming, PATTERN ANALYSIS AND APPLICATIONS VOL 13; NUMBER 3 (2010) pp. 273-288
2009
Y.Zhang & P.I.Rockett. A generic multi-dimensional feature extraction method using multiobjective genetic programming, Evolutionary Computation, 17(1), 1-27 (2009)
Zhang, Y.; Rockett, P.I., Application of Multiobjective Genetic Programming to the Design of Robot Failure Recognition Systems, IEEE Transactions on Automation Science and Engineering Vol 6; No. 2 (2009) pp. 372-376
Yang Zhang and Peter I. Rockett, Domain-Independent Feature Extraction for Multi-classification using Multi-objective Genetic Programming, Accepted by Pattern Analysis and Its Applications, 2009
Yang Zhang, Peter Rockett, A Generic Multi-dimensional Feature Extraction Method using Multiobjective Genetic Programming, Evolutionary Computation vol. 17, issue 1, pp. 1-27, 2009
2008
Yang Zhang, HongYu Li, Mahesan Niranjan, and Peter Rockett, Applying Cost-Sensitive Multiobjective GeneticProgramming to Feature Extraction for SpamE-mail Filtering, M. O’Neill et al. (Eds.): EuroGP 2008, LNCS 4971, pp. 325–336, 2008.c Springer-Verlag Berlin Heidelberg 2008
Yang Zhang and Peter I. Rockett, Edge Detector Evolution using Multidimensional Multiobjective GeneticProgramming, by the Massachusetts Institute of Technology Evolutionary Computation, 2008
2007
Book: Symbian OS C++ for Mobile Phones (3rd Version).
Y.Zhang & P.I.Rockett
A comparison of three evolutionary approaches for multiobjective genetic programming
Artificial Intelligence Review 27(2-3), 149–163 (2007)
Yang Zhang & Peter Rockett, A Generic Optimal Feature Extraction Method using Multiobjective Genetic Programming: Methodology and Applications, Applied Soft Computing, Elsevier Science, 2007
Yang Zhang and Peter I. Rockett, A Comparison of Three Evolutionary Strategies for Multiobjective Genetic Programming, J. Artificial Intelligence Reviews, 27(2-3), 149-163 (2007)
Yang Zhang and Peter I Rockett, Multiobjective Genetic Programming Feature Extraction with Optimized Dimensionality, Soft Computing in Industrial Applications, Advances in Soft Computing, Volume 39/2007, 159-168 [http://www.springerlink.com/content/n67448j233242716/]
2006
Yang Zhang, Peter Rockett: The Bayesian Operating Point of the Canny Edge Detector. IEEE Transactions on Image Processing 15(11): 3409-3416 (2006)
Yang Zhang. Autonomous Robot Failure Recognition Design using Multi-Objective Genetic Programming. In 2006 International Conference on Machine Learning and Cybernetics, pages 4563-4568, 2006. IEEE.
Y.Zhang and P.I.Rockett, “Optimal-dimensional Multiobjective Genetic Programming Feature Analysis”, the 11th Online World Conference on Soft Computing in Industrial Applications (WSC11), best paper. 2006
Y.Zhang and P.I.Rockett, “Comparison of Evolutionary Strategies for Multi objective Genetic Programming,” IEEE Proc. Advances in Cybernetic Systems, AICS2006
Y.Zhang, Multiobjective Genetic Programming Optimal Search for Feature Extraction, PhD Thesis, University of Sheffield (2006)
Y.Zhang and P.I.Rockett, Feature Extraction Using Multi-Objective Genetic Programming, Multi-Objective Machine Learning, Studies in Computational Intelligence, pp. 75-99, 2006 [http://www.springerlink.com/content/p262316u63003663/]
2005
Y. Zhang and P. I. Rockett, Evolving optimal feature extraction using multi-objective genetic programming: A methodology and preliminary study on edge detection, Proc. Genetic and Evolutionary Computation Conference (GECCO 2005), Washington, DC, 795–802 (2005) [http://portal.acm.org/citation.cfm?id=1068143]
Patents:
CN200410061194.2 http://www.patent-cn.com/G01N/CN1616961.shtml 2005.05.18
200420111615.3 http://www.chemyq.com/patentsy/pt80/798207_A92D5.htm
